{"id":"W4234367392","doi":"10.15353/joci.v2i2.2083","title":"Community Inquiry and Informatics: Collaborative Learning Through ICT","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Informatics; Information and Communications Technology; ICTS; Knowledge management; Learning community; Knowledge production; Community of practice; Computer science; Collaborative learning; Sociology; Engineering; World Wide Web; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008073504,0.000708858,0.0008491728,0.003284259,0.005017992,0.01855112,0.002123158,0.004059617,0.006562042],"category_scores_gemma":[0.01266195,0.0003672666,0.0006348224,0.003836432,0.03529407,0.01765619,0.01509548,0.003379269,0.0008531017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003286678,"about_ca_system_score_gemma":0.007660852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002638923,"about_ca_topic_score_gemma":0.002745817,"domain_scores_codex":[0.9857967,0.01080441,0.0002961975,0.0007536536,0.001794283,0.0005548444],"domain_scores_gemma":[0.9829009,0.01367237,0.0005750606,0.001244225,0.0005000537,0.001107337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001912857,0.00007017161,0.0007434856,0.0005846519,0.00001859462,0.0001959862,0.03370917,0.0004684103,0.0002366226,0.9024267,0.003598172,0.05792883],"study_design_scores_gemma":[0.00002858972,0.00007157556,0.0005898112,0.000944661,0.00001729168,0.0004902926,0.02198359,0.001484621,0.0003776023,0.761162,0.2128121,0.00003797519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03286338,0.04750641,0.3470071,0.04840805,0.002073376,0.0006800426,0.00009365709,0.0006619931,0.5207059],"genre_scores_gemma":[0.8092559,0.02321674,0.1274454,0.005392209,0.001432798,0.00131189,0.0001389465,0.0002236772,0.03158247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01855112,"threshold_uncertainty_score":0.04269731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575385670837845,"score_gpt":0.3331047888754818,"score_spread":0.2773509321671033,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}